---
title: "Negative Topic Cluster Finder"
description: "Identifies the exact reputation themes hurting AI perception. Build this workflow with igeo.ai MCP."
url: "https://www.igeo.ai/sv/mcp-use-cases/negative-topic-cluster-finder/"
language: "sv"
---

[Tillbaka](https://www.igeo.ai/sv/mcp-use-cases/)**Kategori**Sentiment & rykte

# Negative Topic Cluster Finder

Identifies the exact reputation themes hurting AI perception.

[Anslut din igeo.ai MCP](https://www.igeo.ai/developers/)

**Primär roll**Brand Lead / Product Marketing

## Vad detta användningsfall kan göra för dig

This workflow groups negative or weak sentiment by topic so teams can see the root causes behind poor AI perception. It is useful for deciding whether the issue is messaging, product positioning, outdated content, missing proof, or competitor framing.

**Prompt**

Find the topics where AI responses are most negative or least favorable toward our brand, and explain the recurring themes.

## Relaterade användningsfall

Kategori Sentiment & rykte

### Negative Topic Cluster Finder

Identifies the exact reputation themes hurting AI perception.

[Se setup-guide](https://www.igeo.ai/sv/mcp-use-cases/negative-topic-cluster-finder/)

Kategori Sentiment & rykte

### Provider Sentiment Comparison

Shows where brand perception varies by AI engine.

[Se setup-guide](https://www.igeo.ai/sv/mcp-use-cases/provider-sentiment-comparison/)

Kategori Sentiment & rykte

### Positive Narrative Finder

Identifies brand messages that AI already understands well.

[Se setup-guide](https://www.igeo.ai/sv/mcp-use-cases/positive-narrative-finder/)

---

Source: https://www.igeo.ai/sv/mcp-use-cases/negative-topic-cluster-finder/

[Documentation index](https://www.igeo.ai/llms.txt) · [Developer documentation](https://www.igeo.ai/developers/)